Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression (TPAMI'24, Journal Extension of our CVPR'21 work)

Entropy coding / arithmetic coding for PyTorch

A curated list of awesome papers on dataset distillation and related applications.

Open source implementation of the ITU-T T.87 recommendation

image compression. JPEG-LS

A beautiful, simple, clean, and responsive Jekyll theme for academics

Source code of AAAI 2022 paper "Towards End-to-End Image Compression and Analysis with Transformers".

A PyTorch library and evaluation platform for end-to-end compression research

Source code of CVPR 2021 paper "Learning Scalable ℓ∞-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression".

Data compression in TensorFlow

Clear implementation of arithmetic coding for educational purposes in Java, Python, C++.

Source code of TSP paper "Fast Graph Sampling Set Selection Using Gershgorin Disc Alignment".

LaTeX template for dissertations in Peking University

This code is the upgraded implementation of TIP paper "Graph-based Blind Image Deblurring from a Single Photograph".

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"